Math Problem Statement
write x as a linear combination of a and b, round answer to nearest tenth if applicable
Solution
To express vector x as a linear combination of vectors a and b, we want to find scalars and such that:
From the image:
- The vector a points from the origin to approximately (2, -1).
- The vector b points from the origin to approximately (2, 2).
- The vector x points from the origin to approximately (-7, -5).
Now we need to solve the equation:
This leads to the system of linear equations:
Let's solve this system to find and .The solution to the system of equations is:
Rounding these to the nearest tenth, we get:
Thus, the vector x can be written as:
Would you like more details or have any questions?
Here are some related questions you could explore:
- What is the geometric meaning of expressing one vector as a linear combination of others?
- How do we know if vectors a and b are linearly independent?
- What happens if a and b were parallel vectors?
- How would this method apply in three dimensions?
- Can we express x as a linear combination if a and b were in different quadrants?
Tip: Always check if vectors are linearly independent before expressing one as a combination of others, as this ensures a unique solution.
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Math Problem Analysis
Mathematical Concepts
Vector algebra
Linear combination
Systems of linear equations
Formulas
x = αa + βb
System of equations: -7 = 2α + 2β, -5 = -α + 2β
Solution for α and β
Theorems
Linear independence and dependence of vectors
Suitable Grade Level
College level / Advanced high school
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